College of Economics and Management, Beijing University of Technology, Beijing, People's Republic of China.
PLoS One. 2023 Jan 17;18(1):e0280521. doi: 10.1371/journal.pone.0280521. eCollection 2023.
Tie strength has been examined as an antecedent of creativity. Although it has been discovered that international collaboration affects scientific performance, the effect of tie strength in the international collaboration network has been largely neglected. Based on international publications of 72 countries/regions published from 1993 to 2013, we combine descriptive and panel regression methods to examine how the bonding of strong collaboration ties contributes to countries' international scientific performance. Strong ties occur at an average rate of 1 in 4 collaborators, whereas countries/regions share on average 84% of articles with their strong-tie collaborators. Our quantitative results provide an explanation for this phenomenon in international collaboration: the establishment of a strong tie relationship contributes to above-average productivity and citation frequency for countries/regions. To further explore which types of strong ties tend to have stronger citation impact, we analyse the relationship between persistent and stable collaboration and publication citation impact. Experimental results show that international collaborations with greater persistence and moderate stability tend to produce high impact publications. It is noteworthy that when the collaboration period is divided into different time intervals, similar findings can be found after the same analysis procedure is carried out. This indicates that our conclusions are robust. Overall, this study provides quantitative insights into the added value of long-term commitment and social trust associated with strong collaborative partnerships in international collaboration.
已有研究考察了关系强度对创造力的影响。虽然国际合作对科研表现有影响,但国际合作网络中的关系强度却在很大程度上被忽视了。本研究基于 1993 年至 2013 年间 72 个国家/地区的国际发表文献,采用描述性和面板回归方法,考察了强合作关系纽带如何促进国家的国际科研表现。强关系的平均出现率为每 4 个合作者中就有 1 个,而各国/地区与强关系合作者平均共享 84%的文章。本研究的定量结果为国际合作中的这一现象提供了一种解释:建立强关系纽带有助于提高国家/地区的平均生产力和引用频率。为了进一步探讨哪些类型的强关系可能具有更强的引用影响力,我们分析了持久且稳定的合作关系与出版物引用影响力之间的关系。实验结果表明,具有更大持续性和适度稳定性的国际合作更倾向于产生高影响力的出版物。值得注意的是,当合作期被划分为不同时间段时,在执行相同的分析程序后,也可以发现类似的发现。这表明我们的结论是稳健的。总的来说,本研究为长期承诺和与国际合作中的强合作关系相关的社会信任所带来的附加值提供了量化的见解。